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Determining 3D Flow Fields via Multi-camera Light Field Imaging

机译:通过多相机光场成像确定3D流场

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摘要

In the field of fluid mechanics, the resolution of computational schemes has outpaced experimental methods and widened the gap between predicted and observed phenomena in fluid flows. Thus, a need exists for an accessible method capable of resolving three-dimensional (3D) data sets for a range of problems. We present a novel technique for performing quantitative 3D imaging of many types of flow fields. The 3D technique enables investigation of complicated velocity fields and bubbly flows. Measurements of these types present a variety of challenges to the instrument. For instance, optically dense bubbly multiphase flows cannot be readily imaged by traditional, non-invasive flow measurement techniques due to the bubbles occluding optical access to the interior regions of the volume of interest. By using Light Field Imaging we are able to reparameterize images captured by an array of cameras to reconstruct a 3D volumetric map for every time instance, despite partial occlusions in the volume. The technique makes use of an algorithm known as synthetic aperture (SA) refocusing, whereby a 3D focal stack is generated by combining images from several cameras post-capture 1. Light Field Imaging allows for the capture of angular as well as spatial information about the light rays, and hence enables 3D scene reconstruction. Quantitative information can then be extracted from the 3D reconstructions using a variety of processing algorithms. In particular, we have developed measurement methods based on Light Field Imaging for performing 3D particle image velocimetry (PIV), extracting bubbles in a 3D field and tracking the boundary of a flickering flame. We present the fundamentals of the Light Field Imaging methodology in the context of our setup for performing 3DPIV of the airflow passing over a set of synthetic vocal folds, and show representative results from application of the technique to a bubble-entraining plunging jet.
机译:在流体力学领域,计算方案的分辨率已经超过了实验方法,并扩大了流体流动中预测现象和观察现象之间的差距。因此,需要一种能够解决一系列问题的三维(​​3D)数据集的可访问方法。我们提出了一种新颖的技术,可以对多种类型的流场进行定量3D成像。 3D技术可以研究复杂的速度场和气泡流。这些类型的测量给仪器带来了各种挑战。例如,由于气泡遮挡了对感兴趣体积的内部区域的光学通道,因此传统的非侵入式流量测量技术无法轻易地对光学密集的气泡多相流进行成像。通过使用光场成像,我们可以重新参数化由摄像机阵列捕获的图像,以针对每个时间实例重建3D体积图,尽管体积中存在部分遮挡。该技术利用称为合成光圈(SA)重新聚焦的算法,从而通过组合拍摄后 1 的多个摄像机的图像来生成3D焦距堆栈。光场成像允许捕获有关光线的角度以及空间信息,因此可以实现3D场景重建。然后可以使用各种处理算法从3D重建中提取定量信息。特别是,我们已经开发了基于光场成像的测量方法,用于执行3D粒子图像测速(PIV),提取3D场中的气泡并跟踪闪烁的火焰的边界。我们在执行3DPIV气流通过一组合成声带的设置的背景下,介绍了光场成像方法的基本原理,并展示了将该技术应用于夹带气泡的喷射流的代表性结果。

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